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Benchmarks
Next-Character Prediction on Shakespeare 7, 47 (test)
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46.7
Average Accuracy
FedAvg
31.412
35.381
39.35
43.319
Aug 23, 2021
Average Accuracy
Bottom Decile Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
Bottom Decile Accuracy
FedAvg
Model=Stacked-LSTM
2021.08
46.7
42.8
FedEM
Model=Stacked-LSTM, M=3
2021.08
46.7
43
Clustered FL
Model=Stacked-LSTM
2021.08
46.6
42.7
FedProx
Model=Stacked-LSTM
2021.08
45.7
41.9
pFedMe
Model=Stacked-LSTM
2021.08
41.2
36.8
FedAvg+
Model=Stacked-LSTM
2021.08
40
25.5
Local
Model=Stacked-LSTM
2021.08
32
16.6
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